Abstract
The study examined the possibility of using remote sensing Data (RED, NIR, NDVI) for monitoring winter wheat crops in production conditions for nitrogen content in plants. This work is divided into two stages: 1) analysis of the correlation between NDVI indicators and nitrogen content on production crops of the North-Caucasian FNAC; 2) comparative analysis of the correlation between nitrogen content and remote sensing data in the conditions of the “Rodina” agricultural enterprise in the Shpakovsky district of the Stavropol territory. Selection of plant samples (sheaf material) was carried out according to the generally accepted method. Repeatability — 4-fold. The chemical composition of plant organs was determined using the method of V.T. Kurkaev and co-authors, and the chlorophyll content was determined by Y.I. Milaeva and N.P. Primak. We used the earth remote sensing data provided by the Terra satellite and obtained by the Modis scanning Spectroradiometer. At the first stage, the relationships between the nitrogen content in winter wheat plants and the values of the normalized difference vegetation index (NDVI) were studied. At the early stages of growth and development of winter wheat plants, high correlation coefficients between these indicators were obtained. Thus, the correlation coefficient on average for the fields in 2012 was equal to -0.89, and in 2013 and 2014 — -0.82. In later phases of growth and development of winter wheat plants, this relationship was not observed. At the second stage, it was found that it is advisable to use the red reflection index to assess the nitrogen content at the local level (a separate agricultural enterprise) in the earing phase. In this case, there is a stable inverse correlation — the average for three years of research was -0.71. When other remote sensing indicators (NDVI and NIR) are used in the analysis, the links are either absent or less apparent.
Highlights
At the first stage, the relationships between the nitrogen content in winter wheat plants and the values of the normalized difference vegetation index (NDVI) were studied
This work is divided into two stages
The chemical composition of plant organs was determined using the method of V.T. Kurkaev and co-authors
Summary
АННОТАЦИЯ Изучена возможность использования данных дистанционного зондирования Земли (RED, NIR, NDVI) для мониторинга содержания азота в растениях озимой пшеницы в условиях производственных посевов. Исследование проведено в два этапа: 1) анализ корреляционной связи показателей NDVI и содержания азота на производственных посевах ФГБНУ «Северо-Кавказский ФНАЦ»; 2) сравнительный анализ корреляционной связи содержания азота и данных ДЗЗ в условиях сельхозпредприятия «Родина» Шпаковского района Ставропольского края. Определение химического состава органов растений проводили по методике В.Т. На первом этапе изучена взаимосвязь содержания азота в растениях озимой пшеницы и значений нормализованного разностного вегетационного индекса (NDVI). Доказано наличие высокой корреляции между этими показателями на ранних этапах роста и развития растений озимой пшеницы. В более поздние фазы роста и развития растений озимой пшеницы такая связь не выявлена. КЛЮЧЕВЫЕ СЛОВА: вегетационный индекс, динамика NDVI, озимая пшеница, содержание азота, Terra (Modis)
Talk to us
Join us for a 30 min session where you can share your feedback and ask us any queries you have
Disclaimer: All third-party content on this website/platform is and will remain the property of their respective owners and is provided on "as is" basis without any warranties, express or implied. Use of third-party content does not indicate any affiliation, sponsorship with or endorsement by them. Any references to third-party content is to identify the corresponding services and shall be considered fair use under The CopyrightLaw.